Advances in Artificial Intelligence: 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2001 Ottawa, Canada, June 7–9, 2001 Proceedings
Author: Eleni Stroulia, Stan Matwin
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42144-3
DOI: 10.1007/3-540-45153-6
Table of Contents:
- A Case Study for Learning from Imbalanced Data Sets
- A Holonic Multi-agent Infrastructure for Electronic Procurement
- A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property
- A Statistical Corpus-Based Term Extractor
- Body-Based Reasoning Using a Feeling-Based Lexicon, Mental Imagery, and an Object-Oriented Metaphor Hierarchy
- Combinatorial Auctions, Knapsack Problems, and Hill-Climbing Search
- Concept-Learning in the Presence of Between-Class and Within-Class Imbalances
- Constraint Programming Lessons Learned from Crossword Puzzles
- Constraint-Based Vehicle Assembly Line Sequencing
- How AI Can Help SE; or: Randomized Search Not Considered Harmful
- Imitation and Reinforcement Learning in Agents with Heterogeneous Actions
- Knowledge and Planning in an Action-Based Multi-agent Framework: A Case Study
- Learning about Constraints by Reflection
- Learning Bayesian Belief Network Classifiers: Algorithms and System
- Local Score Computation in Learning Belief networks
- Personalized Contexts in Help Systems
- QA-LaSIE: A Natural Language Question answering system
- Search Techniques for Non-Linear Constraint Satisfaction Problems with Inequalities
- Searching for Nacro Operators with Automatically Generated Heuristics
- Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem
Includes bibliographical references and index
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